{"id":"W2410386669","doi":"10.2310/6620.2008.08030","title":"The Comparative Substantivity of Three Marking Pens Used in Patch Testing","year":2008,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001117583,0.0002106617,0.0003822367,0.00005727525,0.0001284551,0.00008243611,0.0002139705,0.0001969627,0.00002625633],"category_scores_gemma":[0.0000267216,0.0001640741,0.000044212,0.0001695948,0.00007926955,0.0001025646,0.00003963525,0.0006203199,0.000009447303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004564269,"about_ca_system_score_gemma":0.00002526002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005768886,"about_ca_topic_score_gemma":0.0008743274,"domain_scores_codex":[0.9989101,0.00006359688,0.0003988773,0.0001262071,0.0002012028,0.000299991],"domain_scores_gemma":[0.99929,0.0003274501,0.0001185889,0.0001988432,0.00005100885,0.00001408671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005674975,0.00001265121,0.02057558,0.003716199,0.0001374306,0.000609526,0.0055171,0.002150676,0.001332877,0.000008140156,0.9527781,0.01315605],"study_design_scores_gemma":[0.0005724965,0.00003678464,0.0320242,0.002502546,0.0000380176,0.0001418759,0.0001588446,0.06519648,0.009424349,0.0003830298,0.8884024,0.001118953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8776693,0.007425251,0.001256612,0.06029348,0.002584087,0.00116132,0.0002358227,0.000537255,0.04883685],"genre_scores_gemma":[0.9916615,0.0002699838,0.000334654,0.007145998,0.0004396242,0.00002430631,0.00003605,0.00005192847,0.00003591075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1139922,"threshold_uncertainty_score":0.6690749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740047562944513,"score_gpt":0.2255427080895968,"score_spread":0.1515379517951455,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}